| Literature DB >> 17222352 |
Monica C Panelli1, Mitchell E Stashower, Herbert B Slade, Kina Smith, Christopher Norwood, Andrea Abati, Patricia Fetsch, Armando Filie, Shelley-Ann Walters, Calvin Astry, Eleonora Aricó, Yingdong Zhao, Silvia Selleri, Ena Wang, Francesco M Marincola.
Abstract
BACKGROUND: Imiquimod is a Toll-like receptor-7 agonist capable of inducing complete clearance of basal cell carcinoma (BCC) and other cutaneous malignancies. We hypothesized that the characterization of the early transcriptional events induced by imiquimod may provide insights about immunological events preceding acute tissue and/or tumor rejection.Entities:
Mesh:
Substances:
Year: 2007 PMID: 17222352 PMCID: PMC1839129 DOI: 10.1186/gb-2007-8-1-r8
Source DB: PubMed Journal: Genome Biol ISSN: 1474-7596 Impact factor: 13.583
Composition of study cohorts
| Patient ID | Cohort | Doses received | EOT → B× time lapse (hours) | Histology | ΔCD8 | ΔCD56 | Tumor at EOT |
| P5 | Imiq q12 × 2 days | 4 | 13 | Nodular | 0 | -1 | + |
| P6 | Imiq q12 × 2 days | 4 | 14 | Undetermined | 0 | 0 | + |
| P17 | Imiq q12 × 2 days | 4 | 36 | Undetermined | NE | NE | - |
| P18 | Imiq q12 × 2 days | 4 | 33 | Nodular | +1 | 0 | + |
| P30 | Imiq q12 × 2 days | 4 | 16 | Nodular | 0 | 0 | - |
| P38 | Imiq q12 × 2 days | 4 | 17 | Nodular | 0 | 0 | + |
| P231 | Imiq q12 × 2 days | 4 | 22 | Undetermined | +1 | 0 | + |
| P10 | Vehic q12 × 2 days | 4 | 12 | Nodular | 0 | 0 | + |
| P23 | Vehic q12 × 2 days | 2 | 15 | Nodular | +2 | 0 | + |
| P26 | Vehic q12 × 2 days | 4 | 45 | Nodular | 0 | 0 | + |
| Mean ± SD = 22 ± 11.5 | |||||||
| P1 | Imiq q12 × 4 days | 8 | 8 | Nodular | 0 | 0 | + |
| P21 | Imiq q12 × 4 days | 8 | 41 | Nodular | 0 | +1 | + |
| P22 | Imiq q12 × 4 days | 8 | 11 | Nodular | +1 | 0 | - |
| P40 | Imiq q12 × 4 days | 8 | 17 | Nodular | +1 | +1 | - |
| P42 | Imiq q12 × 4 days | 8 | 3 | Undetermined | +3 | 0 | - |
| P129 | Imiq q12 × 4 days | 8 | 19 | Nodular | +1 | 0 | + |
| P135 | Imiq q12 × 4 days | 8 | 21 | Superficial | +1 | +1 | - |
| P41 | Vehic q12 × 4 days | 8 | 28 | Nodular | +1 | 0 | + |
| P134 | Vehic q12 × 4 days | 8 | 19 | Nodular | +2 | 0 | + |
| P8 | Vehic q12 × 4 days | 8 | 20 | Nodular | 0 | 0 | + |
| P20 | Vehic q12 × 4 days | 8 | 16 | Superficial | 0 | 0 | + |
| Mean ± SD = 18 ± 10.2 | |||||||
| P11 | Imiq q24 × 4 days | 4 | 26 | Nodular | 0 | +1 | + |
| P28 | Imiq q24 × 4 days | 3 | 20 | Nodular | NE | NE | + |
| P112 | Imiq q24 × 4 days | 4 | 44 | Nodular | 0 | 0 | + |
| P214 | Imiq q24 × 4 days | 4 | 51 | Nodular | +2 | +1 | - |
| P4 | Vehic q24 × 4 days | 4 | 16 | Superficial | NE | -1 | - |
| P13 | Vehic q24 × 4 days | 4 | 30 | Nodular | 0 | 0 | + |
| P36 | Vehic q24 × 4 days | 4 | 25 | Superficial | 0 | 0 | + |
| Mean ± SD = 30 ± 12.8 | |||||||
| P233 | Imiq q24 × 8 days | 8 | 32 | Undetermined | 0 | +1 | + |
| P132 | Imiq q24 × 8 days | 8 | 159 | Undetermined | 0 | +2 | - |
| P24 | Imiq q24 × 8 days | 8 | 48 | Superficial | +1 | 0 | - |
| P3 | Imiq q24 × 8 days | 8 | 12 | Undetermined | -1 | 0 | + |
| P2 | Vehic q24 × 8 days | 8 | 6 | Undetermined | 0 | -1 | + |
| P15 | Vehic q24 × 8 days | 8 | 21 | Nodular | 0 | 0 | + |
| P27 | Vehic q24 × 8 days | 8 | 26 | Nodular | NE | NE | + |
| P137 | Vehic q24 × 8 days | 8 | 11 | Superficial | 0 | 0 | + |
| Mean ± SD = 39 ± 50.3 |
Punch biopsies are labeled according to patient number (P1 to P42) and timing of excision: PB0, pre-enrollment; PB1 and PB2, pre-treatment; PB3 and PB4, post-treatment. Biopsies from patients replacing drop-outs were labeled one digit to the serial number (that is, P101 to P142 or P201 to P242. PB1 and PB3 were collected for total RNA isolation; PB2 and PB4 for IHC. Undetermined refers to a BCC histology in-between superficial and nodular. ΔCD8 and ΔCD56 scores differences in infiltrate between EOT and pre-treatment samples (see Materials and methods). Tumor at EOT: identifiable (+) or not identifiable (-) tumor cells in the hematoxylin eosin stained EOT biopsy. Imiq, imiquimod; NE, not evaluated; Vehic, vehicle.
Figure 1Differential expression of IFN-γ and IFN-α in EOT compared to pre-treatment samples in all cohorts; hierarchical clustering based on genes differentially expressed at EOT compared to pre-treatment samples in each treatment cohort and dendrogram showing the degree of relatedness of samples based on imiquimod-induced genes in the blue group. The 2-ΔΔCT describes (a) IFN-γ and (b) IFN-α gene expression fold change at EOT relative to baseline after normalization according to the endogenous reference cyclophilin G. CT equals the mean cycle times of duplicate wells and ΔΔCT = (CT, Target-CT, cyclophilin) EOT - (CT, Target-CT, cyclophilin) baseline. The fold-change data were transformed using logarithm10. The box and whisker style box plot gives the median and interquartile range (box), 1.5 of the inter-quartile range (whiskers), points outside the whiskers (square symbols) and the mean (cross symbol). Statistics: p values refer to 2-sample t-tests between treatment and control groups. (c) Based on a paired t-test cut-off p2 value < 0.05, 1,311 genes were differentially expressed between the pre-treatment and EOT samples in the q12 × 2 (orange) cohort. Reclustering of these genes identified a node of 65 genes uniquely upregulated in the imiquimod-treated EOT samples (part i). Similar analyses were performed for the other imiquimod-treated cohorts; 1,578 genes were differentially expressed in the q12 × 4 (blue) cohort, including an imiquimod-specific node of 263 genes (part ii and the vertical blue bar in adjacent complete data set); 650 genes were differentially expressed in the q24 × 4 (green) cohort, including an imiquimod-specific node of 58 genes (part iii); and 495 genes were differentially expressed in the q24 × 8 (pink) cohort, including an imiquimod-specific node of 23 genes (part iv). A Venn diagram displays the extent of overlap among genes differentially expressed in the three most informative orange, blue and green groups (part v). (d) Reclustering of all BCC samples based on the imiquimod-specific 263-gene signature identified in the q12 × 4 (blue) cohort. Straight lines identify imiquimod-treated EOT samples color coded according to treatment regimen; dashed lines identify vehicle cream-treated EOT samples and unlabeled are the all pre-treatment samples. A diagram illustrating the strategy used to prepare Figure 1c,d is available as Additional data file 4.
Figure 2Identification of treatment (imiquimod)-specific transcripts in the most intensive schedule (q12 × 4 (q12,4d), blue cohort). (a) A pairwise t-test (p value < 0.05) was applied to identify genes differentially expressed between pre-treatment and EOT biopsies from the same BCC belonging to the q12 × 4 (blue) cohort. The 1,578 genes identified were then tested for treatment specificity by identifying those differentially expressed between the blue group treated with imiquimod (TX) compared with temporally matched, vehicle control-treated EOT biopsies (combined blue and green groups (b) The remaining 637 treatment-specific genes were classified based on their significant expression also in the earlier q12 × 2 (orange) group as primary (65 genes) while the other ones were considered secondary. Finally, the same genes were also compared to a database of IFN-α-associated transcripts as described in the Materials and methods. In the same panel the 637 genes are shown in a supervised-sample hierarchical clustering of the genes. (c) Legend of samples, dashed and solid bars identify vehicle control or imiquimod-treated samples, respectively.
Figure 3Visual display of selected treatment (imiquimod)-specific transcripts (complete database available on line). (a) Display of selected primary treatment-specific genes identified as per Figure 2. (b) Secondary treatment-specific genes related to effector functions with primary focus on cytokines, cytokine receptors and lytic enzymes. (c) Secondary treatment-specific genes representative of cell surface markers, receptors and associated molecules. In red are genes whose expression was found to be associated with acute renal allograft rejection [37]. Treatment cohorts are described by the bars on top of each cluster.
Scoring of immune infiltrate by immuno histochemistry
| Pooled treatment groups | Δ Score post - pre-treatment | Within group p value | ||||||
| -3 | -2 | -1 | 0 | 1 | 2 | 3 | ||
| CD56 | ||||||||
| Imiquimod | 0 | 0 | 1 | 12 | 6 | 1 | 0 | 0.03 |
| Vehicle | 0 | 0 | 2 | 11 | 0 | 0 | 0 | 0.17 |
| CD8 | ||||||||
| Imiquimod | 0 | 0 | 1 | 10 | 7 | 1 | 1 | 0.01 |
| Vehicle | 0 | 0 | 0 | 9 | 1 | 2 | 0 | 0.22 |
| CD4 | ||||||||
| Imiquimod | 0 | 0 | 1 | 12 | 7 | 0 | 0 | 0.03 |
| Vehicle | 0 | 0 | 2 | 5 | 4 | 1 | 0 | 0.22 |
| BCL-2 | ||||||||
| Imiquimod | 0 | 0 | 1 | 11 | 6 | 2 | 0 | 0.02 |
| Vehicle | 0 | 0 | 2 | 9 | 1 | 1 | 0 | 0.72 |
P values associated with the paired t-test for within group shifts relative to baseline. Δ Score refers to differences in infiltrate between EOT and pre-treatment samples using the scoring scale described in Materials and methods (IHC section).
Figure 4IHC staining for CD56 and CD8 in BCC from (a) P40 (imiquimod treated) and (b) P8 (vehicle-control). Lesions were graded blindly by two pathologists (AA and AF) and graded before and at EOT for peri-tumoral and intra-tumoral immune cells infiltrate. Cancer cells were evaluated separately for each marker. When BCC was absent at EOT as in P40 the immune infiltrate was compared to the peri-tumoral pre-treatment infiltrate. NE, not evaluable because no tumor cells were left at EOT.